Triple

T16414847
Position Surface form Disambiguated ID Type / Status
Subject Charters Towers E398657 entity
Predicate locatedIn P40 FINISHED
Object Charters Towers Region
Charters Towers Region is a local government area in north Queensland, Australia, centered on the historic gold-mining city of Charters Towers and encompassing surrounding rural communities.
 E1223716 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Charters Towers Region | Statement: [Charters Towers, locatedIn, Charters Towers Region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Charters Towers Region
Context triple: [Charters Towers, locatedIn, Charters Towers Region]
  • A. Bundaberg Region
    Bundaberg Region is a local government area in Queensland, Australia, known for its coastal communities, agricultural production, and the regional city of Bundaberg.
  • B. Mackay Region
    The Mackay Region is a local government area on the central coast of Queensland, Australia, centered on the city of Mackay and known for its sugar cane industry and access to the Great Barrier Reef.
  • C. Hinchinbrook Region
    Hinchinbrook Region is a local government area in North Queensland, Australia, known for its sugarcane farming, coastal wetlands, and proximity to Hinchinbrook Island National Park.
  • D. Cairns Region
    The Cairns Region is a local government area in Far North Queensland, Australia, centered on the coastal city of Cairns and known as a major gateway to the Great Barrier Reef and tropical rainforests.
  • E. Fraser Coast Region
    Fraser Coast Region is a local government area in Queensland, Australia, known for its coastal communities, whale-watching tourism, and proximity to World Heritage–listed natural attractions.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Charters Towers Region
Triple: [Charters Towers, locatedIn, Charters Towers Region]
Generated description
Charters Towers Region is a local government area in north Queensland, Australia, centered on the historic gold-mining city of Charters Towers and encompassing surrounding rural communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Charters Towers Region
Target entity description: Charters Towers Region is a local government area in north Queensland, Australia, centered on the historic gold-mining city of Charters Towers and encompassing surrounding rural communities.
  • A. Bundaberg Region
    Bundaberg Region is a local government area in Queensland, Australia, known for its coastal communities, agricultural production, and the regional city of Bundaberg.
  • B. Mackay Region
    The Mackay Region is a local government area on the central coast of Queensland, Australia, centered on the city of Mackay and known for its sugar cane industry and access to the Great Barrier Reef.
  • C. Hinchinbrook Region
    Hinchinbrook Region is a local government area in North Queensland, Australia, known for its sugarcane farming, coastal wetlands, and proximity to Hinchinbrook Island National Park.
  • D. Cairns Region
    The Cairns Region is a local government area in Far North Queensland, Australia, centered on the coastal city of Cairns and known as a major gateway to the Great Barrier Reef and tropical rainforests.
  • E. Fraser Coast Region
    Fraser Coast Region is a local government area in Queensland, Australia, known for its coastal communities, whale-watching tourism, and proximity to World Heritage–listed natural attractions.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d87f2b9024819085c20e52de95d583 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e3287741008190856882b7f34024fc completed April 18, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a007d9c8de4819093ae3901cf0c8805 completed May 10, 2026, 12:44 p.m.
NEDg Description generation batch_6a007e6507208190b3f32c05a2f647bd completed May 10, 2026, 12:47 p.m.
NED2 Entity disambiguation (via description) batch_6a007f2cefa081908734a907da33a72f completed May 10, 2026, 12:50 p.m.
Created at: April 10, 2026, 5:09 a.m.